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io.github.wygogogo19/robotbase-content: tool descriptions scored

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://content.robotbase.cc/mcp
Homepage
content.robotbase.cc/mcp
Repository
github.com/wygogogo19/robotbase-mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how io.github.wygogogo19/robotbase-content's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/io.github.wygogogo19/robotbase-content
Average score
72.7 / 100Clear
Tools
35
Near-identical descriptions
2

Across the server

  • Minor
    35 tools. Above 25, models start to tell tools apart less well.many_tools

Tools whose descriptions are nearly the same

2 of 2 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
web_metadataweb_extract0.680.33
web_extractweb_extract_schema0.360.67

Tools

social_hot

53 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: platform, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

cyberlibrary_cite

54 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: lang, slug.param_no_description
  • Minor
    String arguments with no constraint or example: lang, slug.loose_string_param

attention_trend

55 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: geo, limit, include.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

cyberlibrary_get_markdown

61 / 100Cloudy

Purpose
17 / 20
When to use
20 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: lang, slug.param_no_description
  • Minor
    String arguments with no constraint or example: lang, slug.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

cyberlibrary_get_toc

64 / 100Cloudy

Purpose
17 / 20
When to use
20 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: lang, slug.param_no_description
  • Minor
    String arguments with no constraint or example: lang, slug.loose_string_param

cyberlibrary_get_chapter

67 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: lang, slug.param_no_description
  • Minor
    String arguments with no constraint or example: lang, slug.loose_string_param

web_map

69 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

cyberlibrary_catalog_index

71 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

cyberlibrary_search

71 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_service_info

71 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

web_crawl

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

web_crawl_async

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

web_diff

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

web_extract

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as web_metadata's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use web_metadata instead.confusable_pair
  • Minor
    Its description is nearly the same as web_extract_schema's (similarity 0.36); only the names and schemas tell them apart. Say in this description when to use web_extract_schema instead.confusable_pair

web_feed

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

web_metadata

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Its description is nearly the same as web_extract's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use web_extract instead.confusable_pair

cyberlibrary_book_meta

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_search_passages

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

web_act

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

web_monitor_list

74 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

web_screenshot

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_get_chunks

76 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

cyberlibrary_rag_context

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_verify_quote

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

web_fetch_batch

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

web_monitor_delete

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_fulltext_search

79 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_language_shard

79 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

cyberlibrary_semantic_search

79 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: query.loose_string_param

web_crawl_job

79 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

web_extract_schema

79 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as web_extract's (similarity 0.36); only the names and schemas tell them apart. Say in this description when to use web_extract instead.confusable_pair

web_fetch

79 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

cyberlibrary_search_books

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

web_monitor_set

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

web_search

83 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: query.loose_string_param

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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